Kyungsu Lee

According to our database, Kyungsu Lee authored at least 15 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases.

Kyungsu Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Hah Min Lew, Dae Hun Suh, Dong Hun Lee, Jae Youn Hwang

IEEE J. Biomed. Health Informatics, 2023

Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning.

Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jonghye Woo, Jae Youn Hwang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Outlier Robust Disease Classification via Stochastic Confidence Network.

Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu, Fangxu Xing, Jae Youn Hwang, Jonghye Woo

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis.

Kyungsu Lee, Haeyun Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Georges El Fakhri, Dong Hun Lee, Jonghye Woo, Jae Youn Hwang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy.

Kyungsu Lee, Haeyun Lee, Jae Youn Hwang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images.

Kyungsu Lee, Jun Hee Kim, Haeyun Lee, Juhum Park, Jihwan P. Choi, Jae Youn Hwang

IEEE Trans. Geosci. Remote. Sens., 2022

Stochastic Adaptive Activation Function.

Kyungsu Lee, Jaeseung Yang, Haeyun Lee, Jae Youn Hwang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer.

Kyungsu Lee, Jaeseung Yang, Moon Hwan Lee, Jin Ho Chang, Jun-Young Kim, Jae Youn Hwang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear.

Kyungsu Lee, Hah Min Lew, Moon Hwan Lee, Jun-Young Kim, Jae Youn Hwang

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images.

Younghwan Na, Jun Hee Kim, Kyungsu Lee, Juhum Park, Jae Youn Hwang, Jihwan P. Choi

IEEE Trans. Geosci. Remote. Sens., 2021

Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images.

Haeyun Lee, Kyungsu Lee, Jun Hee Kim, Younghwan Na, Juhum Park, Jihwan P. Choi, Jae Youn Hwang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Imbalanced Loss-Integrated Deep-Learning-Based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear.

Kyungsu Lee, Jun-Young Kim, Moon Hwan Lee, Chang-Hyuk Choi, Jae Youn Hwang

Sensors, 2021

Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images.

Kyungsu Lee, Haeyun Lee, Jae Youn Hwang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Domain Adaptive Transfer Attack (DATA)-based Segmentation Networks for Building Extraction from Aerial Images.

Younghwan Na, Jun Hee Kim, Kyungsu Lee, Juhum Park, Jae Youn Hwang, Jihwan P. Choi

CoRR, 2020

Wide-Field 3D Ultrasound Imaging Platform With a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears.

Moon Hwan Lee, Jun-Young Kim, Kyungsu Lee, Chang-Hyuk Choi, Jae Youn Hwang

IEEE Access, 2020